"Over the past six years, a new method of incubating technology startups has emerged, driven by investors and successful tech entrepreneurs: the accelerator programme. Despite growing interest in the model from the investment, business education and policy communities, there have been few attempts at formal analysis. This report is a first step towards a more informed critique of the phenomenon, as part of a broader effort among both public and private sectors to understand how to better support the growth of innovative startups."

"The Landscape for Impact Investing in West Africa is a state of the market analysis of the impact investing industry in the region. The report includes regional findings from 15 countries, as well as dedicated chapters covering the most active markets: Nigeria, Ghana, and Senegal. Across the region, investors highlight opportunities for impact and financial return, particularly in the key sectors of energy, financial technologies, and agriculture.

The landscape study is based on thorough analysis of relevant literature, large volumes of transaction data, and extensive interviews with key industry stakeholders. Detailed country chapters include information on the supply of capital by investor type, investment opportunities by sector, and regulatory considerations and hurdles for impact investors and investees."

"Fintech recently became the most-active sector for startup investment in the Middle East and North Africa. While much of the media coverage has focused on digital payments and e-commerce, this report will highlight fintech innovation that is improving "financial health" for the region's most marginalized communities: tech that helps people manage their income and expenses, weather financial shocks and plan for a healthy financial future."

"Lean Data is an approach to impact measurement developed by Acumen. The approach involves two main elements: A shift in mindset away from reporting and compliance and toward creating value for a company and its customers; and the use of methods and technologies for data collection that emphasize efficiency and rapid response while still achieving a sufficient degree of rigor. This document is designed to serve as a field guide to help you conduct Lean Data projects. It is meant to be practical and action oriented."

"This report reviews the state of measurement as of 2014 in two types of organizations that directly support small and growing businesses (SGBs) - impact investors and capacity development providers. Using a mixed-methods approach, ANDE collected data and interviewed over 30 organizations across these two categories, and analyzed key trends in measurement practice."

"This report proposes a new segmentation framework to help financial service providers, enterprises, donors, limited partners (LPs), and field-building organizations understand and navigate the complex landscape of SGB investment in frontier and emerging markets. The segmentation framework we propose uniquely integrates a number of approaches often used independently, but rarely in concert with each other. Our methodology combined perspectives from leading SGB investors on how they segment the market; analysis of enterprise-level quantitative data from multiple SGB investors; and behavioral analysis of entrepreneurs using human-centered design techniques. We focus on enterprises with five to 250 employees and financing needs ranging from $20,000 to $2 million. We include both impact-oriented and traditional, “bread-and-butter” enterprises within the scope of this study. We do not include enterprises that are informal or are unlikely to embark on a path of formalization, due to their limited growth prospects and the major difficulties financial service providers face in serving them."

"The Navigating Impact project was created by the Global Impact Investing Network (GIIN) to help investors select impact strategies and adopt metrics that indicate performance toward their goals. Created in consultation with industry experts, impact investors, and standards setters, the Navigating Impact project provides an on-ramp to setting and streamlining impact strategies."

"The Global Impact Investing Network (GIIN) has provided a gender portal as part of their Navigating Impact Project. This portal collects specific strategies around measurement around various gender issues."

"We investigate the relationship between employees' and managers' training and firm performance using a policy intervention that randomly assigned training support to small- and medium-sized enterprises in the UK accommodation and food service sector. Because the number of firms self-selected into training exceeded available places, training was randomly assigned to some firms, resulting in a randomized natural experimental design that allowed us to identify the average effect of training on treated firms. Our empirical results suggest that employees' training had a stronger positive impact on firms' labour productivity and profitability than that of managers'."

"This paper uses a randomized controlled experiment in Costa Rica to determine whether IB use by Banco Nacional de Desarrollo's micro and small enterprise (MSE) clients has an impact on their performance, measured in terms of productivity, increase in sales, and cost reduction. Results from the intervention group surveys indicate that Internet use is limited in MSEs' daily operations because of limited access to computers and the relatively low penetration of Internet services in employees' activities. In addition, firms have limited knowledge about the uses of the Internet as a business development tool. These results contrast with the reported benefits obtained by a small group of firms. Those benefits include reduced costs, higher sales, and better contact with customers."